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Applied Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence
with AI systems. By applying the latest meta-learning and few-shot strategies, we try to avoid the expensive process of data annotation altogether. Applied AI at Scale The management of AI systems implies [...] and Artificial Intelligence is further applied to monitor context drifts in continuous learning systems and to manage data security in federated learning environments. We also apply data analytics and
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Integrated Digital Urban Planning
- /en/research-topics/integrated-digital-urban-planning
diverse urban challenges using an interdisciplinary approach that enables to predict and evaluate city systems and their functionalities to make them more habitable, resilient, and sustainable. We develop novel [...] support the creation of urban master plans, co-creation platforms and the design of responsive urban systems which adapt to individual and collective needs. Our research investigates the introduction of new [...] autonomous vehicles, Mobility as a Service (MaaS) and Urban Air Mobility (UAM), into a transportation system to facilitate the expected opportunities for enhancing effective transport capacity, reducing traffic
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Crack monitoring and evaluation of concrete structures
- /en/solutions/reliable-transport-infrastructure/assess/crack-monitoring-and-evaluation-of-concrete-structures
integral of the measured strains. The applicability of the distributed fiber optic crack monitoring system developed in the course of the laboratory tests was developed and demonstrated within the FFG project [...] measured. They have a similarly good accuracy to conventional crack width sensors. The measurement system was verified under real conditions in the Tauern Tunnel with a one-year measurement campaign. The [...] under dynamic loading distributed over the test object using low-cost optical fibers. Measurement system of distributed fiber optic measurement. Length changes of the measuring fiber (optical waveguide)
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ASSESS
- /en/research-topics/structural-dynamics-and-assessment/projects/assess
corrugation and curve squeal, the project ASSESS aims to expand the use of this acoustic monitoring system to detect the overall rail condition. Network monitoring could ultimately lead to improved noise [...] rail grinding to be investigated. By expanding the capabilities of an already existing monitoring system and making use of the regular inspections carried out along the city’s entire network, this project [...] and prevention to the available inspection car without having to rely on an additional stand-alone system. In the long term, the data gained form these acoustic measurements can assist the prediction of
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SECREDAS
- /en/research-topics/dependable-systems-engineering/projects/secredas
Domain Reliable Dependable Automated Systems” (SECREDAS) made a first important step into the direction of developing “trust”-building components and (sub-)systems for the European industries of tomorrow [...] validated multi-domain architecting methodologies, reference architectures and components for autonomous systems, combining high security and privacy protection while preserving functional-safety and operational
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SOLIFLY
- /en/research-topics/hybrid-electric-aircraft-technologies/projects/solifly
these components, an increase in overall system efficiency is to be achieved, for example weight reduction through integration of decentralized energy storage systems On the way to zero-emission aviation Against [...] transport, a shift is also taking place in aviation from traditional fossil fuel-powered propulsion systems to increasingly electric propulsion solutions. The goal is to increase energy efficiency and switch [...] Electric Aircraft". Multifunctional components with integrated semi-solid state battery Energy storage systems that meet the demands of aeronautics play a central role in the electrification of aircraft. For
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PV-SÜD
- /en/research-topics/acoustics-and-noise-abatement-in-the-transport-sector/projects/pv-sued
of research areas. With the Competence Unit Photovoltaic Systems of the AIT Center for Energy and Fraunhofer Institute for Solar Energy Systems, two leading research institutes in the field of photovoltaics [...] maintenance procedures. Together with the project partners Fraunhofer Institute for Solar Energy Systems ISE and Forster Industrietechnik GmbH , the first phase of the project consists of the development [...] the demonstrator we hope to gain valuable insights for the future application of such photovoltaic systems in the D-A-CH region". × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail
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metaTGA
- /en/research-topics/digitalisation-and-hvac-technologies/projects/metatga
* Betreff * Nachricht * Send DI Dr. Gerhard Zucker Senior Scientist / Sustainable Thermal Energy Systems +43 50550-6591 gerhard.zucker(at)ait.ac.at
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Solutions & Services
- /en/research-topics/enabling-digital-technologies/solutions-services
more Wireless Communications Real-time wireless channel emulation read more Vehicular communication system level simulation read more Wireless ray tracing using open street map geometries read more
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Projects
- /en/research-topics/numerical-simulation/projects
Manufactured Aluminium Components for Aviation MBD Multi-Body-Design opt1mus Digital Assistance Systems For Process Optimisation in Continuous Aluminium... RACER FRCDoorDemonstrator SUSTAINair Lightweight
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TEACHING
- /en/research-topics/dependable-systems-engineering/projects/teaching
and personalise the delivery of these applications. The world is on the verge of the autonomous systems revolution. Considering autonomous CPSoS from a human-aware (if not human-centric) perspective brings-in [...] self-adapting by exploiting sustainable human feedback? How do we change the underlying computing system, at an architectural and software level, to support the operation of such an adaptive, dependable
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FATE
- /en/research-topics/dependable-systems-engineering/projects/fate
project FATE will develop a fault-based human-centric methodology for reasoning about cyber-physical systems (CPS) during different stages of their design. Because CPS combine digital and analog behavior, they [...] sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Dejan Nickovic Dependable Systems Engineering +43 50550 4021 +43 50550 4150 dejan.nickovic(at)ait.ac.at
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High efficiency power electronics
- /en/research-topics/high-efficiency-power-electronics
electronics High efficiency power electronics High efficiency power electronics & electric drive control systems Our business is to develop, prototype and test power electronic components for transportation ap [...] ASM, PSM, soft switching, voltage morphing, machine learning) Multilevel topologies (NPC, T-Type) System On Chip (high switching frequencies, VHDL design) Projekte High efficiency power electronics Projekte
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LearnTwins
- /en/research-topics/dependable-systems-engineering/projects/learntwins
Dependable Cyber-Physical Systems. The Austrian “ICT for the Future” project LearnTwins will establish a method kit for automated learning of trustable digital twins of cyber-physical systems (CPS). Purpose of
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SIMONA
- /en/research-topics/digital-resilient-cities/projects/simona
deploy Sediment-quality Information, Monitoring and Assessment System to support transnational cooperation for joint DRB water management The system is a functional composition of sediment (1) sampling, (2)
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Experience Tools
- /en/solutions/experience-tools
new technologies and measure both the technical and experienced quality of digital applications, systems and infrastructures continuously at large scale and optimize end-user experience on behalf of predictive [...] for Technology Experience support you in developing the right tool for your technology, process or systems to optimize it and increase the possibility of a positive user experience. × Kontakt Formular Pf
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CrESSI
- /en/research-topics/societal-futures/projects/cressi
settings? What is the role of public policy instruments in developing finance structures and wider eco-systems to support the development and growth of social innovation? How can the impact of social innovation [...] E-Mail * Betreff * Nachricht * Send Dr. in Susanne Giesecke Senior Scientist / Center for Innovation Systems & Policy +43 50550-4564 +43 50550-2201 susanne.giesecke(at)ait.ac.at This project has received funding
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HVAC Positioner
- /en/research-topics/digitalisation-and-hvac-technologies/projects/hvac-positioner
The implemented real-time sound propagation calculation allows to position the system (heat pump or refrigeration system) perfectly according to current regulations and personal preferences. The AIT Austrian
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Putting people at the center
- /en/blog/putting-people-at-the-center
European Green Deal and the EU digitization strategy. As Andreas Kugi, professor of complex dynamic systems at the Technical University and co-director of the Center for Vision, Automation & Control at the [...] and machine - and combine them in a meaningful way," says Kugi. To establish such collaborative systems, it is necessary to design the interfaces between humans and machines in such a way that they are [...] about profound social change and a comprehensive process of transformation in social and economic systems. The main part of the book explores the question of how the human factor is integrated in the various
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Our Offer
- /en/research-topics/new-sensor-technologies/our-offer
Our Offer Our Offer Multimodal sensor system for safety-critical event detection read more Local situation awareness in real time read more Surveillance of railway tracks and highways read more Safety